Well, because this "first snow" is a state, although Chinese can be said to be walking along the first snow, we still mean walking in the snow, and this "along" depends on something, such as "along Sichuan", so it is obvious that "にって" cannot be followed directly by "first snow".

Of course, this is just a personal opinion, and my Japanese is just so-so.